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Food and Beverage Menu Package Recommendation System Using Fp-Growth Algorithm Pratama, Aldi Nanda; Gunawan, Catur Eri; Muarie, Muhamad Son
Jurnal Teknologi Informatika dan Komputer Vol. 11 No. 2 (2025): Jurnal Teknologi Informatika dan Komputer
Publisher : Universitas Mohammad Husni Thamrin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37012/jtik.v11i2.2784

In the era of digitalization, data utilization has emerged as a key to increasing company competitiveness in the current era of digital transformation, especially in the culinary industry. Recommendation systems are one way of analyzing data. Kedai Kopi Raja Palembang has so far only used transaction data as documentation without further analysis, making it difficult to determine sales products and customer purchasing patterns. This study aims to develop a menu package recommendation system using the Fp-Growth algorithm to analyze transaction data and provide more relevant recommendations. The development method used is the prototype method, with the provisions of the Knowledge Discovery in Database (KDD) stages which include data selection, preprocessing, transformation, application of the Fp-Growth algorithm, and evaluation using the Lift Ratio. The system was developed using Python and allows users to flexibly determine the minimum support and confidence values. The results of the study from the data used in the Raja Coffee Shop transaction history show that the system successfully identified 24 association rules from a minimum support of 1% and a Confidence of 70%. Then, an evaluation was carried out using the Lift Ratio which has a strong relationship between items and the 5 highest rules were taken from the Lift Ratio results for the recommendation menu. The implementation of the Fp-Growth algorithm in a transaction data-based recommendation system can enable business owners to make decisions by utilizing transaction data, to increase the efficiency of menu preparation, and become a model for other culinary businesses in optimizing marketing strategies.

Sistem Informasi Layanan Internship Mahasiswa Pada Sekretariat DPRD Provinsi Sumatera Selatan M. Calvin Septiano. K; Muhamad Son Muarie
Prosiding Vol 7 No 1 (2025): SNISTEK
Publisher : LPPM Universitas Putera Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33884/psnistek.v7i1.10729

The student internship services at the Regional House of Representatives (DPRD) Secretariat of South Sumatra Province are still conducted manually, covering registration, proposal submission, logbook recording, certificate issuance, and assessment. This process often causes delays, risks of document loss, and limited transparency and data accuracy. This study aims to design and develop a web-based Student Internship Service Information System using the Rapid Application Development (RAD) method, emphasizing speed and direct user involvement at each stage. Data were collected through field observations, informal interviews, document analysis, and literature review, then processed through requirement planning with a fishbone diagram, system design using UML and ERD in the design workshop stage, and implementation with the Laravel framework. The system includes modules for registration and authentication, document uploads, daily logbook recording and printing, an admin dashboard for participant management, and digital certificate and grade generation. Black-box testing was applied to all modules, including registration, authentication, document uploads, logbook recording, participant management, and certificate and grade generation. Tests with various input scenarios verified that each function worked according to specifications. Results show that all modules functioned well, with no errors in core processes, providing accurate feedback and supporting real-time tracking of internship status. This research contributes a comprehensive internship information system model for a regional legislative environment, serving as a reference for digitalizing public services in other local government

Perancangan Sistem Informasi Pengarsipan Surat Masuk dan Keluar Berbasis Web pada Subbagian Tata Usaha Sekretariat DPRD Provinsi Sumatera Selatan Maisito, Eka; Muarie, Muhamad Son
Prosiding Seminar Nasional Universitas Ma Chung (Informatika & Sistem Informasi Bahasa dan Seni
Publisher : Ma Chung Press

Show Abstract | Download Original | Original Source | Check in Google Scholar

Administrasi surat menyurat merupakan salah satu aspek penting dalam tata kelola lembaga pemerintahan karena berfungsi sebagai media komunikasi resmi dan sarana dokumentasi kegiatan. Namun, Subbagian Tata Usaha Sekretariat DPRD Provinsi Sumsel hingga kini masih mengelola surat masuk dan keluar secara manual menggunakan buku ekspedisi dan penyimpanan arsip fisik. Cara konvensional ini menimbulkan berbagai kendala, di antaranya lambatnya proses pencarian dokumen, risiko kehilangan atau kerusakan arsip, serta keterbatasan dalam melakukan rekapitulasi data secara cepat dan akurat. Kondisi ini memperlihatkan perlunya solusi digital yang dapat meningkatkan efektivitas, efisiensi, dan transparansi administrasi.Penelitian ini bertujuan untuk merancang sistem informasi pengarsipan surat masuk dan keluar berbasis web yang sesuai dengan kebutuhan Subbagian Tata Usaha Sekretariat DPRD Provinsi Sumsel. Pendekatan yang digunakan adalah Object-Oriented Analysis and Design dengan pemodelan Unified Modeling Language. Tahapan penelitian meliputi pengumpulan data melalui observasi dan wawancara, analisis kebutuhan sistem, pemetaan alur kerja menggunakan Business Process Model and Notation, perancangan Use Case Diagram, Activity Diagram, dan Class Diagram, serta pembuatan prototipe antarmuka pengguna menggunakan Figma. Sistem yang dirancang menyediakan fitur utama berupa autentikasi login, dashboard informasi, manajemen data surat masuk/keluar, pencarian arsip digital, dan pencetakan laporan, disertai perhatian terhadap aspek non-fungsional seperti keamanan, kemudahan penggunaan, dan fleksibilitas. Hasil penelitian berupa rancangan sistem informasi yang terstruktur dan siap untuk tahap implementasi. Rancangan ini diharapkan dapat mempercepat proses pencatatan dan pencarian arsip, mengurangi risiko kehilangan dokumen, serta mendukung pengelolaan administrasi surat secara transparan dan terintegrasi. Dengan demikian, penelitian ini memberikan kontribusi nyata sebagai solusi awal transformasi digital di lingkungan Sekretariat DPRD Provinsi Sumsel.

Food and Beverage Menu Package Recommendation System Using Fp-Growth Algorithm Pratama, Aldi Nanda; Gunawan, Catur Eri; Muarie, Muhamad Son
Jurnal Teknologi Informatika dan Komputer Vol. 11 No. 2 (2025): Jurnal Teknologi Informatika dan Komputer
Publisher : Universitas Mohammad Husni Thamrin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37012/jtik.v11i2.2784

In the era of digitalization, data utilization has emerged as a key to increasing company competitiveness in the current era of digital transformation, especially in the culinary industry. Recommendation systems are one way of analyzing data. Kedai Kopi Raja Palembang has so far only used transaction data as documentation without further analysis, making it difficult to determine sales products and customer purchasing patterns. This study aims to develop a menu package recommendation system using the Fp-Growth algorithm to analyze transaction data and provide more relevant recommendations. The development method used is the prototype method, with the provisions of the Knowledge Discovery in Database (KDD) stages which include data selection, preprocessing, transformation, application of the Fp-Growth algorithm, and evaluation using the Lift Ratio. The system was developed using Python and allows users to flexibly determine the minimum support and confidence values. The results of the study from the data used in the Raja Coffee Shop transaction history show that the system successfully identified 24 association rules from a minimum support of 1% and a Confidence of 70%. Then, an evaluation was carried out using the Lift Ratio which has a strong relationship between items and the 5 highest rules were taken from the Lift Ratio results for the recommendation menu. The implementation of the Fp-Growth algorithm in a transaction data-based recommendation system can enable business owners to make decisions by utilizing transaction data, to increase the efficiency of menu preparation, and become a model for other culinary businesses in optimizing marketing strategies.

SISTEM INFORMASI PERHITUNGAN LEMBUR DAN INSENTIF UNTUK MENDUKUNG TRANSPARANSI KOMPENSASI KARYAWAN PADA PT PUPUK SRIWIDJAJA PALEMBANG Putri Delarani Azzahra; Muhamad Son Muarie
Jurnal Riset Teknik Komputer Vol. 2 No. 4 (2025): Desember : Jurnal Riset Teknik Komputer (JURTIKOM)
Publisher : CV. Denasya Smart Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69714/xyxj4326

The rapid development of information technology requires companies to manage data and business processes effectively, including employee compensation management. PT Pupuk Sriwidjaja Palembang, as a state-owned enterprise with a large number of employees, requires an information system that can support accurate, efficient, and transparent overtime and incentive calculations. The background of this study is the existence of semi-manual processes in the recapitulation and verification of overtime and incentive data, which may lead to errors and delays in payment. The methods used in this internship study include observation, interviews, documentation, and literature review, as well as system analysis using the Rapid Application Development (RAD) method. The results of the discussion indicate that an integrated overtime and incentive calculation information system, connected with attendance, personnel, and financial systems, is able to improve process efficiency, calculation accuracy, and support transparency in employee compensation. However, further system development is still needed to reduce manual processes and enhance real-time information access for employees.

Perancangan Sistem Informasi Klasifikasi Arsip BMKG Stasiun Meteorologi SMB II Kota Palembang Aldo Iqbal Damoro; Muhamad Son Muarie
Jurnal Sistem Informasi dan Ilmu Komputer Vol. 2 No. 2 (2024): Mei : Jurnal Sistem Informasi dan Ilmu Komputer
Publisher : International Forum of Researchers and Lecturers

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59581/jusiik-widyakarya.v2i2.3017

Archives is a record of activities or a source of information in various forms created by institutions, organizations, or individuals in the context of their activities. Archives can take the form of letters, documents, deeds, charters, books, and others, which can serve as valid evidence for actions and decisions. With the advancement of technology, archives can also take the form of audio, video, and digital content. This research was conducted at one of the government institutions, namely the BMKG office in Palembang, SMB II Meteorology Station. The archiving procedure applied here is still done manually or semi-manually. The purpose of this research is to design an archive classification system at the BMKG office in Palembang, SMB II Meteorology Station, to assist in the development of the existing archiving system in the institution. The result of the research is an interface design that illustrates how the archive information system can be implemented in the institution. In this information system design, the author provides an overview and a simple display of the archive classification system, which is expected to help the institution manage its company archives

Sistem Pendataan Kerja Praktik Berbasis Website Pada Kantor Pusat Bank Sumsel Babel Muhammad Alief Suladen; Muhamad Son Muarie
Journal of Information Systems and Business Technology Vol 2 No 3 (2026): Journal of Information Systems and Business Technology
Publisher : PT Jurnal Cendekia Indonesia

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Kemajuan teknologi informasi mendorong organisasi untuk mengoptimalkan pemanfaatan sistem informasi agar proses administrasi dan pengelolaan data berlangsung lebih efektif. Di Kantor Pusat Bank Sumsel Babel, pengelolaan data kerja praktik masih mengandalkan cara manual sehingga memunculkan kendala berupa lambatnya pemrosesan data, potensi kesalahan input, sulitnya penelusuran data peserta, serta belum optimalnya penyampaian informasi. Penelitian ini bertujuan mengembangkan aplikasi pendataan kerja praktik berbasis web untuk meningkatkan efisiensi dan efektivitas administrasi peserta magang. Data penelitian diperoleh melalui observasi lapangan, wawancara dengan pihak terkait, dan kajian literatur. Pengembangan aplikasi menerapkan model Waterfall yang mencakup analisis kebutuhan, perancangan, implementasi, pengujian, serta pemeliharaan. Pendekatan User-Centered Design (UCD) digunakan agar rancangan sistem sesuai dengan kebutuhan pengguna. Hasil penelitian berupa sistem pendataan kerja praktik berbasis website yang menyediakan fitur autentikasi pengguna, pengelolaan data peserta, monitoring status kerja praktik, serta penyimpanan data secara terstruktur dalam basis data. Sistem yang dikembangkan diharapkan mampu meningkatkan akurasi data, mempercepat proses administrasi, mempermudah monitoring peserta kerja praktik, serta mendukung pengelolaan program kerja praktik di Kantor Pusat Bank Sumsel Babel secara lebih efektif.

Penilaian Risiko Keamanan Informasi Menggunakan Octave Allegro: Studi Kasus pada Perguruan Tinggi Prihatini Ramjanati; Freddy Kurnia Wijaya; Muhamad Son Muarie
JUSIFO : Jurnal Sistem Informasi Vol 7 No 1 (2021): June
Publisher : Program Studi Sistem Informasi, Fakultas Sains dan Teknologi, Universitas Islam Negeri Raden Fatah Palembang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19109/jusifo.v7i1.5870

Currently the need for the use of information systems has become important for institution and organizations. The use of information systems has also expanded to various fields, namely educational institutions. However, on the other hand information can be an important security gap. The important information that falls to other parties can result in loss to the owner of the information. This study aims to conduct an internal assessment of information security risks from the use of information systems, so that it can be seen what risks are very high and need to be mitigated. In this study, the Octave Allegro framework was used to conduct an internal assessment. The steps taken in conducting an information security risk assessment consist of 8 steps. Each step produces an output that is used as the basis for evaluating the next step. There are 2 areas that need attention and become the focus of improvement. Information security risk management needs to be carried out and monitored closely and regularly against risks that are determined to be important and have a high risk probability.

Analisis Usability Aplikasi E-Dosen UIN Raden Fatah Palembang Menggunakan Metode System Usability Scale (SUS) Reni Septiyanti; Erni Patmawati; Muhamad Son Muarie
Kurawal - Jurnal Teknologi, Informasi dan Industri Vol 9 No 1 (2026): Vol 9 No 1 (2026): Jurnal Kurawal Volume 9, Nomor 1, Maret 2026
Publisher : Universitas Ma Chung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33479/kurawal.v9i1.1443

The E-Dosen application is a program developed by the Internal Audit Unit (Satuan Pengawas Internal/SPI) of UIN Raden Fatah Palembang to support lecturers’ performance in providing better services; however, since the application has only recently been implemented, its relatively complex interface has caused confusion for some lecturers, and the large number of features tends to slow down the reporting process. This study aims to evaluate the usability of the E-Dosen application using the System Usability Scale (SUS) method, which includes the variables of effectiveness, efficiency, and satisfaction. Random sampling was employed, involving 240 lecturers as respondents for the SUS assessment and 10 additional lecturers for task scenario testing. The results indicate that the effectiveness level reached 85%, the efficiency value was 0.02877 goals per second showing that tasks could be completed in an average time of 35 seconds per task and user satisfaction, based on a SUS score of 71, fell into the “Good” category, corresponding to Grade C and an acceptable usability scale. Overall, the E-Dosen application is generally usable, although further development is required, particularly in simplifying workflows and the user interface, to enhance speed and user satisfaction.

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